Edge-First Architecture

Video processing and AI inference happen at the facility — not in the cloud. Data stays local, latency stays low, and costs stay predictable.

Your Facility
Floor Cameras Existing IP cameras
Edge Server Local VLM inference
Local API + DB Results & storage
Data Stays On-Premise

Video never leaves your facility network. Only structured results are transmitted.

Low Latency

Local inference means results in seconds — no round-trip to the cloud.

Predictable Cost

No per-query cloud fees. Run unlimited analysis on your own hardware.

MES + Video Correlation

Panoptes automatically pairs MES downtime events with the right video — so every stop has visual evidence attached.

MES Fault Event
MachineTBS Line 15
FaultJam Detected
Time14:32:07
Duration3m 42s
triggers
Time Window
−10s before fault +10s after

Configurable window captures context before & after the event

selects
Camera Selection
Cam 4
Cam 5
Cam 6

Zone-mapped cameras automatically matched to the faulting machine

analyzes
AI Analysis
Description

Product backing up at transfer point. Carton wedged against guide rail causing upstream jam.

Category Material Jam — Transfer

Video Inspection

Video Intelligence

Panoptes watches 10–60 seconds of video from your floor cameras and tells you exactly what's happening — flagging deviations from standard, verifying compliance, and generating plain-language descriptions of every event.

TBS Line 15 — Camera 4 ● REC
[.08-.12] Unloader beam goes back to its 0 position (loading area)
[.14-.15] Gripper closes taking the groups
[.18-.19] Gripper rotates the group in order to have the correct polarity
[.19-.23] Grippers moves to its unloading position
[.23-.25] Gripper open and left the groups in the compression frame
[.25-.26] Gripper appears to be bent
CAM 1
CAM 2
CAM 3
CAM 4
01

Multi-Camera Replay

Replay all camera angles from a given zone and scrub through them in sync. A timeline overlay shows exactly when faults and downtime events occurred, so you can jump straight to the moments that matter.

JAM
STOP
···
FAULT
···
3 events · 12m total
02

Highlight Reel

Don't have time to scrub through hours of footage? Watch a condensed highlight reel that stitches together every downtime event, paired with a summary of what happened and how long each event lasted.

3:12 PMProduct backing up at transfer point…
3:12 PMCarton wedged against guide rail…
3:13 PMOperator not at station when jam occurred
03

Video Transcription

AI transcribes what's happening during each downtime event into plain-language descriptions. Every fault gets a written record without anyone watching the footage.

How Panoptes Informs Root Cause Analysis

Downtime Event MES triggers on fault or stop
Video Capture Relevant footage automatically retrieved
AI Analysis VLM describes & categorizes the event
Structured Insights Evidence-based data for RCA
Root Cause Analysis Faster, more accurate resolution